Files
genai-toolbox/internal/tools/firestore/firestorequery/firestorequery.go
Yuan Teoh 967a72da11 refactor: decouple Source from Tool (#2204)
This PR update the linking mechanism between Source and Tool.

Tools are directly linked to their Source, either by pointing to the
Source's functions or by assigning values from the source during Tool's
initialization. However, the existing approach means that any
modification to the Source after Tool's initialization might not be
reflected. To address this limitation, each tool should only store a
name reference to the Source, rather than direct link or assigned
values.

Tools will provide interface for `compatibleSource`. This will be used
to determine if a Source is compatible with the Tool.
```
type compatibleSource interface{
    Client() http.Client
    ProjectID() string
}
```

During `Invoke()`, the tool will run the following operations:
* retrieve Source from the `resourceManager` with source's named defined
in Tool's config
* validate Source via `compatibleSource interface{}`
* run the remaining `Invoke()` function. Fields that are needed is
retrieved directly from the source.

With this update, resource manager is also added as input to other
Tool's function that require access to source (e.g.
`RequiresClientAuthorization()`).
2025-12-19 21:27:55 -08:00

518 lines
15 KiB
Go

// Copyright 2025 Google LLC
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package firestorequery
import (
"context"
"encoding/json"
"fmt"
"strconv"
"strings"
firestoreapi "cloud.google.com/go/firestore"
yaml "github.com/goccy/go-yaml"
"github.com/googleapis/genai-toolbox/internal/sources"
"github.com/googleapis/genai-toolbox/internal/tools"
"github.com/googleapis/genai-toolbox/internal/tools/firestore/util"
"github.com/googleapis/genai-toolbox/internal/util/parameters"
)
// Constants for tool configuration
const (
kind = "firestore-query"
defaultLimit = 100
)
// Firestore operators
var validOperators = map[string]bool{
"<": true,
"<=": true,
">": true,
">=": true,
"==": true,
"!=": true,
"array-contains": true,
"array-contains-any": true,
"in": true,
"not-in": true,
}
// Error messages
const (
errFilterParseFailed = "failed to parse filters: %w"
errQueryExecutionFailed = "failed to execute query: %w"
errLimitParseFailed = "failed to parse limit value '%s': %w"
)
func init() {
if !tools.Register(kind, newConfig) {
panic(fmt.Sprintf("tool kind %q already registered", kind))
}
}
func newConfig(ctx context.Context, name string, decoder *yaml.Decoder) (tools.ToolConfig, error) {
actual := Config{Name: name}
if err := decoder.DecodeContext(ctx, &actual); err != nil {
return nil, err
}
return actual, nil
}
// compatibleSource defines the interface for sources that can provide a Firestore client
type compatibleSource interface {
FirestoreClient() *firestoreapi.Client
}
// Config represents the configuration for the Firestore query tool
type Config struct {
Name string `yaml:"name" validate:"required"`
Kind string `yaml:"kind" validate:"required"`
Source string `yaml:"source" validate:"required"`
Description string `yaml:"description" validate:"required"`
AuthRequired []string `yaml:"authRequired"`
// Template fields
CollectionPath string `yaml:"collectionPath" validate:"required"`
Filters string `yaml:"filters"` // JSON string template
Select []string `yaml:"select"` // Fields to select
OrderBy map[string]any `yaml:"orderBy"` // Order by configuration
Limit string `yaml:"limit"` // Limit template (can be a number or template)
AnalyzeQuery bool `yaml:"analyzeQuery"` // Analyze query (boolean, not parameterizable)
// Parameters for template substitution
Parameters parameters.Parameters `yaml:"parameters"`
}
// validate interface
var _ tools.ToolConfig = Config{}
// ToolConfigKind returns the kind of tool configuration
func (cfg Config) ToolConfigKind() string {
return kind
}
// Initialize creates a new Tool instance from the configuration
func (cfg Config) Initialize(srcs map[string]sources.Source) (tools.Tool, error) {
// Set default limit if not specified
if cfg.Limit == "" {
cfg.Limit = fmt.Sprintf("%d", defaultLimit)
}
// Create MCP manifest
mcpManifest := tools.GetMcpManifest(cfg.Name, cfg.Description, cfg.AuthRequired, cfg.Parameters, nil)
// finish tool setup
t := Tool{
Config: cfg,
manifest: tools.Manifest{Description: cfg.Description, Parameters: cfg.Parameters.Manifest(), AuthRequired: cfg.AuthRequired},
mcpManifest: mcpManifest,
}
return t, nil
}
// validate interface
var _ tools.Tool = Tool{}
// Tool represents the Firestore query tool
type Tool struct {
Config
Client *firestoreapi.Client
manifest tools.Manifest
mcpManifest tools.McpManifest
}
func (t Tool) ToConfig() tools.ToolConfig {
return t.Config
}
// SimplifiedFilter represents the simplified filter format
type SimplifiedFilter struct {
And []SimplifiedFilter `json:"and,omitempty"`
Or []SimplifiedFilter `json:"or,omitempty"`
Field string `json:"field,omitempty"`
Op string `json:"op,omitempty"`
Value interface{} `json:"value,omitempty"`
}
// OrderByConfig represents ordering configuration
type OrderByConfig struct {
Field string `json:"field"`
Direction string `json:"direction"`
}
// GetDirection returns the Firestore direction constant
func (o *OrderByConfig) GetDirection() firestoreapi.Direction {
if strings.EqualFold(o.Direction, "DESCENDING") || strings.EqualFold(o.Direction, "DESC") {
return firestoreapi.Desc
}
return firestoreapi.Asc
}
// QueryResult represents a document result from the query
type QueryResult struct {
ID string `json:"id"`
Path string `json:"path"`
Data map[string]any `json:"data"`
CreateTime interface{} `json:"createTime,omitempty"`
UpdateTime interface{} `json:"updateTime,omitempty"`
ReadTime interface{} `json:"readTime,omitempty"`
}
// QueryResponse represents the full response including optional metrics
type QueryResponse struct {
Documents []QueryResult `json:"documents"`
ExplainMetrics map[string]any `json:"explainMetrics,omitempty"`
}
// Invoke executes the Firestore query based on the provided parameters
func (t Tool) Invoke(ctx context.Context, resourceMgr tools.SourceProvider, params parameters.ParamValues, accessToken tools.AccessToken) (any, error) {
source, err := tools.GetCompatibleSource[compatibleSource](resourceMgr, t.Source, t.Name, t.Kind)
if err != nil {
return nil, err
}
paramsMap := params.AsMap()
// Process collection path with template substitution
collectionPath, err := parameters.PopulateTemplate("collectionPath", t.CollectionPath, paramsMap)
if err != nil {
return nil, fmt.Errorf("failed to process collection path: %w", err)
}
// Build the query
query, err := t.buildQuery(source, collectionPath, paramsMap)
if err != nil {
return nil, err
}
// Execute the query and return results
return t.executeQuery(ctx, query)
}
// buildQuery constructs the Firestore query from parameters
func (t Tool) buildQuery(source compatibleSource, collectionPath string, params map[string]any) (*firestoreapi.Query, error) {
collection := source.FirestoreClient().Collection(collectionPath)
query := collection.Query
// Process and apply filters if template is provided
if t.Filters != "" {
// Apply template substitution to filters
filtersJSON, err := parameters.PopulateTemplateWithJSON("filters", t.Filters, params)
if err != nil {
return nil, fmt.Errorf("failed to process filters template: %w", err)
}
// Parse the simplified filter format
var simplifiedFilter SimplifiedFilter
if err := json.Unmarshal([]byte(filtersJSON), &simplifiedFilter); err != nil {
return nil, fmt.Errorf(errFilterParseFailed, err)
}
// Convert simplified filter to Firestore filter
if filter := t.convertToFirestoreFilter(source, simplifiedFilter); filter != nil {
query = query.WhereEntity(filter)
}
}
// Process select fields
selectFields, err := t.processSelectFields(params)
if err != nil {
return nil, err
}
if len(selectFields) > 0 {
query = query.Select(selectFields...)
}
// Process and apply ordering
orderBy, err := t.getOrderBy(params)
if err != nil {
return nil, err
}
if orderBy != nil {
query = query.OrderBy(orderBy.Field, orderBy.GetDirection())
}
// Process and apply limit
limit, err := t.getLimit(params)
if err != nil {
return nil, err
}
query = query.Limit(limit)
// Apply analyze options if enabled
if t.AnalyzeQuery {
query = query.WithRunOptions(firestoreapi.ExplainOptions{
Analyze: true,
})
}
return &query, nil
}
// convertToFirestoreFilter converts simplified filter format to Firestore EntityFilter
func (t Tool) convertToFirestoreFilter(source compatibleSource, filter SimplifiedFilter) firestoreapi.EntityFilter {
// Handle AND filters
if len(filter.And) > 0 {
filters := make([]firestoreapi.EntityFilter, 0, len(filter.And))
for _, f := range filter.And {
if converted := t.convertToFirestoreFilter(source, f); converted != nil {
filters = append(filters, converted)
}
}
if len(filters) > 0 {
return firestoreapi.AndFilter{Filters: filters}
}
return nil
}
// Handle OR filters
if len(filter.Or) > 0 {
filters := make([]firestoreapi.EntityFilter, 0, len(filter.Or))
for _, f := range filter.Or {
if converted := t.convertToFirestoreFilter(source, f); converted != nil {
filters = append(filters, converted)
}
}
if len(filters) > 0 {
return firestoreapi.OrFilter{Filters: filters}
}
return nil
}
// Handle simple property filter
if filter.Field != "" && filter.Op != "" && filter.Value != nil {
if validOperators[filter.Op] {
// Convert the value using the Firestore native JSON converter
convertedValue, err := util.JSONToFirestoreValue(filter.Value, source.FirestoreClient())
if err != nil {
// If conversion fails, use the original value
convertedValue = filter.Value
}
return firestoreapi.PropertyFilter{
Path: filter.Field,
Operator: filter.Op,
Value: convertedValue,
}
}
}
return nil
}
// processSelectFields processes the select fields with parameter substitution
func (t Tool) processSelectFields(params map[string]any) ([]string, error) {
var selectFields []string
// Process configured select fields with template substitution
for _, field := range t.Select {
// Check if it's a template
if strings.Contains(field, "{{") {
processed, err := parameters.PopulateTemplate("selectField", field, params)
if err != nil {
return nil, err
}
if processed != "" {
// The processed field might be an array format [a b c] or a single value
trimmedProcessed := strings.TrimSpace(processed)
// Check if it's in array format [a b c]
if strings.HasPrefix(trimmedProcessed, "[") && strings.HasSuffix(trimmedProcessed, "]") {
// Remove brackets and split by spaces
arrayContent := strings.TrimPrefix(trimmedProcessed, "[")
arrayContent = strings.TrimSuffix(arrayContent, "]")
fields := strings.Fields(arrayContent) // Fields splits by any whitespace
for _, f := range fields {
if f != "" {
selectFields = append(selectFields, f)
}
}
} else {
selectFields = append(selectFields, processed)
}
}
} else {
selectFields = append(selectFields, field)
}
}
return selectFields, nil
}
// getOrderBy processes the orderBy configuration with parameter substitution
func (t Tool) getOrderBy(params map[string]any) (*OrderByConfig, error) {
if t.OrderBy == nil {
return nil, nil
}
orderBy := &OrderByConfig{}
// Process field
field, err := t.getOrderByForKey("field", params)
if err != nil {
return nil, err
}
orderBy.Field = field
// Process direction
direction, err := t.getOrderByForKey("direction", params)
if err != nil {
return nil, err
}
orderBy.Direction = direction
if orderBy.Field == "" {
return nil, nil
}
return orderBy, nil
}
func (t Tool) getOrderByForKey(key string, params map[string]any) (string, error) {
value, ok := t.OrderBy[key].(string)
if !ok {
return "", nil
}
processedValue, err := parameters.PopulateTemplate(fmt.Sprintf("orderBy%s", key), value, params)
if err != nil {
return "", err
}
return processedValue, nil
}
// processLimit processes the limit field with parameter substitution
func (t Tool) getLimit(params map[string]any) (int, error) {
limit := defaultLimit
if t.Limit != "" {
processedValue, err := parameters.PopulateTemplate("limit", t.Limit, params)
if err != nil {
return 0, err
}
// Try to parse as integer
if processedValue != "" {
parsedLimit, err := strconv.Atoi(processedValue)
if err != nil {
return 0, fmt.Errorf(errLimitParseFailed, processedValue, err)
}
limit = parsedLimit
}
}
return limit, nil
}
// executeQuery runs the query and formats the results
func (t Tool) executeQuery(ctx context.Context, query *firestoreapi.Query) (any, error) {
docIterator := query.Documents(ctx)
docs, err := docIterator.GetAll()
if err != nil {
return nil, fmt.Errorf(errQueryExecutionFailed, err)
}
// Convert results to structured format
results := make([]QueryResult, len(docs))
for i, doc := range docs {
results[i] = QueryResult{
ID: doc.Ref.ID,
Path: doc.Ref.Path,
Data: doc.Data(),
CreateTime: doc.CreateTime,
UpdateTime: doc.UpdateTime,
ReadTime: doc.ReadTime,
}
}
// Return with explain metrics if requested
if t.AnalyzeQuery {
explainMetrics, err := t.getExplainMetrics(docIterator)
if err == nil && explainMetrics != nil {
response := QueryResponse{
Documents: results,
ExplainMetrics: explainMetrics,
}
return response, nil
}
}
return results, nil
}
// getExplainMetrics extracts explain metrics from the query iterator
func (t Tool) getExplainMetrics(docIterator *firestoreapi.DocumentIterator) (map[string]any, error) {
explainMetrics, err := docIterator.ExplainMetrics()
if err != nil || explainMetrics == nil {
return nil, err
}
metricsData := make(map[string]any)
// Add plan summary if available
if explainMetrics.PlanSummary != nil {
planSummary := make(map[string]any)
planSummary["indexesUsed"] = explainMetrics.PlanSummary.IndexesUsed
metricsData["planSummary"] = planSummary
}
// Add execution stats if available
if explainMetrics.ExecutionStats != nil {
executionStats := make(map[string]any)
executionStats["resultsReturned"] = explainMetrics.ExecutionStats.ResultsReturned
executionStats["readOperations"] = explainMetrics.ExecutionStats.ReadOperations
if explainMetrics.ExecutionStats.ExecutionDuration != nil {
executionStats["executionDuration"] = explainMetrics.ExecutionStats.ExecutionDuration.String()
}
if explainMetrics.ExecutionStats.DebugStats != nil {
executionStats["debugStats"] = *explainMetrics.ExecutionStats.DebugStats
}
metricsData["executionStats"] = executionStats
}
return metricsData, nil
}
// ParseParams parses and validates input parameters
func (t Tool) ParseParams(data map[string]any, claims map[string]map[string]any) (parameters.ParamValues, error) {
return parameters.ParseParams(t.Parameters, data, claims)
}
// Manifest returns the tool manifest
func (t Tool) Manifest() tools.Manifest {
return t.manifest
}
// McpManifest returns the MCP manifest
func (t Tool) McpManifest() tools.McpManifest {
return t.mcpManifest
}
// Authorized checks if the tool is authorized based on verified auth services
func (t Tool) Authorized(verifiedAuthServices []string) bool {
return tools.IsAuthorized(t.AuthRequired, verifiedAuthServices)
}
func (t Tool) RequiresClientAuthorization(resourceMgr tools.SourceProvider) (bool, error) {
return false, nil
}
func (t Tool) GetAuthTokenHeaderName(resourceMgr tools.SourceProvider) (string, error) {
return "Authorization", nil
}